CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
diagnosis
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON diagnosis:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diagnosis
CORRELATION RATIO WITH...
points_worst
0.79
perimeter_worst
0.78
points_mean
0.78
radius_worst
0.78
perimeter_mean
0.74
area_worst
0.73
radius_mean
0.73
area_mean
0.71
concavity_mean
0.70
concavity_worst
0.66
compactness_mean
0.60
compactness_worst
0.59
radius_se
0.57
perimeter_se
0.56
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
diagnosis
MISSING:
---
TOP CATEGORIES
diagnosis
1
357
63%
0
212
37%
ALL
569
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
diagnosis
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON diagnosis:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)